Advanced data store when optimizing

• Custom state added to the Phenotype. For saving anything in optimization process. Available by return of fitness like { fitness, state }
• Best(N) now returning full phenotypes to get access to state and score of current population entity
• Test and readme updated

Fully async

• Full async mode for each function, crossover, mutate, random
• Fix deduplicate population
• Fix cross over 3 person
• Typings improvements

Linear Fittest

• Added Select.FittestLinear selection method, make a bit faster than Select.Fittest
• Readme fixes
• Fittest N Survives now are not crossing with any other phenotype in current generation (old lion without children concept)
• Benchmarked vs https://subprotocol.com/system/genetic-hello-world.html